humanizer skillA
humanizer is agent-read markdown (skill) from borda/ai-rig: Strip AI-writing tells from prose destined for humans — docs, PR/commit bodies, reports, release notes, blog posts, Slack/email drafts. Removes LLM-vocabulary clichés (delve, boasts, testament, underscore, robust, tapestry...), banned constructions (not just X but Y, rule-of-three triads, "-ing" superficial-analysis clauses, vague-attribution weasel words), and formatting tells (title-case headings, mechanical bolding, em-dash overuse, curly quotes, bare-bullet inline-header lists). TRIGGER when.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add borda/ai-rig/humanizer@git:20260821.d979319mdr add borda/ai-rig/humanizer@sha256:aaeff49873d5039aPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_wsovcfpzglccxbst)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260821.d979319 latest | 2026-08-21 | d979319 | 6,434 B | A | view · diff |
| git:20260806.848a170 | 2026-08-06 | 848a170 | 6,436 B | A | view · diff |
| git:20260721.0818ed3 | 2026-07-21 | 0818ed3 | 6,602 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6434 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
borda/ai-rig · 26 stars · license Apache-2.0 · pushed 2026-09-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wsovcfpzglccxbst GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/humanizer GET https://markdownregistry.com/api/v1/blob/aaeff49873d5039a2abcf9d1fa220a30d4c3aeb12f31f49cdbb641c144a0d117